Manjot Singh

Guided over 20 students weekly on algorithms and data structures, improving their performance by an average of 15%.

Working on machine learning models to classify soundscapes, achieving an 80% accuracy rate and enhancing audio identification efficiency by 30%. Experimenting with unsupervised learning models and parallelization techniques to improve artificial audio generation.

Developed AI-powered image sanitization tools using Python and OpenCV, reducing privacy concerns by 50%. Conducted studies to understand user preferences regarding image privacy.

Integrated computer vision and machine learning into a wearable device for the visually impaired, achieving 85% accuracy in object detection and reducing navigation delays by 40%.

Led a team to develop a chatbot prototype using NLP, resulting in a 25% reduction in response times. Received a team award for innovation during the capstone project.

Contributed to the design and programming of accessible educational tools for visually impaired users. Developed a Python library for creating geometric diagrams.

Pursuing a Bachelor of Computer Science and Economics with a double major, focusing on advanced algorithm skills and practical experience in diverse industries.

Engaged in the Machine Learning Specialization, focusing on machine learning techniques and applications.

Completed Azure Fundamentals, Azure AI Fundamentals, and Azure Data Fundamentals, gaining foundational knowledge in Azure services.

Completed the Algorithms Specialization Certificate, enhancing knowledge in algorithm design and analysis.